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A Unified Framework Based on HTN and POP Approaches for Multi-Agent Planning
Silicon Valley, California, USA November 02-November 05
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IAT.2007.302007 IEEE/WIC/ACM International Confe ...
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The purpose of this paper is to introduce a multiagent model for plan synthesis in which the production of a global shared plan is based on a unified framework based on HTN and POP approaches. In order to take into account agents? partial knowledge and heterogeneous skills, we propose to consider the global multi-agent planning process as a POP planning procedure where agents exchange proposals and counter-proposal. Each agent?s proposal is produced by a relaxed HTN approach that defines partial plans in accordance with the plan space search planning, i.e., plan steps can contain open goals and threats. Agents? interactions define a joint investigation that enable them to progressively prune threats, solve open goals and elaborate solutions step by step. This distributed search is sound and complete.
Citation:
Damien Pellier, Humbert Fiorino, "A Unified Framework Based on HTN and POP Approaches for Multi-Agent Planning," iat, pp.285-288, 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07), 2007
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